k-means clustering

Clustering is semidefinitely not that hard: Nonnegative SDP for manifold disentangling JMLR 2018 Clustering Semi-Random Mixtures of Gaussians ICML 2018 Data-Driven Clustering via Parameterized Lloyd's Families NeurIPS 2018 Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions ICML 2018 Differentially Private k-Means with Constant Multiplicative Error NeurIPS 2018 Distributed Clustering via LSH Based Data Partitioning ICML 2018 How to tell when a clustering is (approximately) correct using convex relaxations NeurIPS 2018 Joint Discriminative Embedding Learning, Speech Activity and Overlap Detection for the DIHARD Speaker Diarization Challenge Interspeech 2018 K-means clustering using random matrix sparsification ICML 2018 Provable Variable Selection for Streaming Features ICML 2018 Query K-means Clustering and the Double Dixie Cup Problem NeurIPS 2018 Sentence Suggestion of Japanese Functional Expressions for Chinese-speaking Learners ACL 2018 Unsupervised Detection of Metaphorical Adjective-Noun Pairs NAACL 2018 Unsupervised Discovery of Non-native Phonetic Patterns in L2 English Speech for Mispronunciation Detection and Diagnosis Interspeech 2018 Using Aspect Extraction Approaches to Generate Review Summaries and User Profiles NAACL 2018 Approximation Bounds for Hierarchical Clustering: Average Linkage, Bisecting K-means, and Local Search NeurIPS 2017 Clustering Stable Instances of Euclidean k-means. NeurIPS 2017 COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints IJCAI 2017 Differentially Private Clustering in High-Dimensional Euclidean Spaces ICML 2017 Distributed and Provably Good Seedings for k-Means in Constant Rounds ICML 2017 Finding Dominant User Utterances And System Responses in Conversations IJCNLP 2017 K-Medoids For K-Means Seeding NeurIPS 2017 Learning Mixture of Gaussians with Streaming Data NeurIPS 2017 Multiple Kernel Clustering Framework with Improved Kernels IJCAI 2017 Residual Expansion Algorithm: Fast and Effective Optimization for Nonconvex Least Squares Problems CVPR 2017